Distributed Regression Analysis Application in Large Distributed Data Networks: Analysis of Precision and Operational Performance.

Qoua L Her Jessica M Malenfant Zilu Zhang Yury Vilk Jessica G Young David Tabano Jack Hamilton Ron Johnson Marsha A Raebel Denise M Boudreau Sengwee Toh

Published in: JMIR medical informatics (2020)

We integrated a SAS-based DRA package with PopMedNet and successfully tested the new capability within an active distributed data network. The study demonstrated the validity and feasibility of using DRA to enable more privacy-protecting analysis in multicenter studies.

Keyphrases

big data
electronic health record
healthcare
neural network